mlsanityData to 7 Oct 2026

Can We Revitalize Interventional Healthcare with AI-XR Surgical Metaverses?

arXiv 2304.00007 ↗First posted 25 Mar 2023cs.AI cs.CYcited by 2

Not on the map. Why?

Abstract (arXiv)

Recent advancements in technology, particularly in machine learning (ML), deep learning (DL), and the metaverse, offer great potential for revolutionizing surgical science. The combination of artificial intelligence and extended reality (AI-XR) technologies has the potential to create a surgical metaverse, a virtual environment where surgeries can be planned and performed. This paper aims to provide insight into the various potential applications of an AI-XR surgical metaverse and the challenges that must be addressed to bring its full potential to fruition. It is important for the community to focus on these challenges to fully realize the potential of the AI-XR surgical metaverses. Furthermore, to emphasize the need for secure and robust AI-XR surgical metaverses and to demonstrate the real-world implications of security threats to the AI-XR surgical metaverses, we present a case study in which the ``an immersive surgical attack'' on incision point localization is performed in the context of preoperative planning in a surgical metaverse.

Key facts. Cited by 2 papers in the map (data through 7 Oct 2026). Builds on 9 of its 20 references that are in the map. First posted on arXiv 25 Mar 2023.

Builds on

9 of 20 references.

References · 9

  1. 2017CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learningcited by 459
  2. 2020Surgical Data Science -- from Concepts toward Clinical Translationcited by 105
  3. 2020Secure and Robust Machine Learning for Healthcare: A Surveycited by 77
  4. 2021All One Needs to Know about Metaverse: A Complete Survey on Technological Singularity, Virtual Ecosystem, and Research Agendacited by 67
  5. 2019Securing Connected & Autonomous Vehicles: Challenges Posed by Adversarial Machine Learning and The Way Forwardcited by 33
  6. 2019CT-GAN: Malicious Tampering of 3D Medical Imagery using Deep Learningcited by 31
  7. 2018Generalizability vs. Robustness: Adversarial Examples for Medical Imagingcited by 23
  8. 2022Will Metaverse be NextG Internet? Vision, Hype, and Realitycited by 14
  9. 2022Secure and Trustworthy Artificial Intelligence-Extended Reality (AI-XR) for Metaversescited by 3

Built on by

Cited by year

Citing papers per year: 2023: 2.

2 papers.